name	comparison
description	Use when aligning two or more entities, periods, or peer multiples. Skip a single-name lookup.

Comparison

Refine research. Do not replace it.

Align period, currency, accounting basis (GAAP, IFRS, or local; reported vs adjusted), consolidation, and share-count or per-share basis before ranking.
Peers must share industry, scale, and stage. Do not apply a leader multiple to a smaller or earlier-stage name, and do not compare a stripped core multiple with an unstripped peer multiple.
Keep an unaligned or missing observation as a gap. Never coerce it to zero.
When two enabled sources differ by more than a rounding tolerance, state both, name the definition gap, and say which figure the answer uses.
Compute aligned figures from explicit inputs with finance_calculate or compute_run. Any successfully delivered read result is usable; identify its provider, warnings, and definition limits.

Lead with the aligned comparison, then name leftover gaps.

name	comparison
description	Use when aligning two or more entities, periods, or peer multiples. Skip a single-name lookup.

Refine research. Do not replace it.

Align period, currency, accounting basis (GAAP, IFRS, or local; reported vs adjusted), consolidation, and share-count or per-share basis before ranking.
Peers must share industry, scale, and stage. Do not apply a leader multiple to a smaller or earlier-stage name, and do not compare a stripped core multiple with an unstripped peer multiple.
Keep an unaligned or missing observation as a gap. Never coerce it to zero.
When two enabled sources differ by more than a rounding tolerance, state both, name the definition gap, and say which figure the answer uses.
Compute aligned figures from explicit inputs with finance_calculate or compute_run. Any successfully delivered read result is usable; identify its provider, warnings, and definition limits.

Lead with the aligned comparison, then name leftover gaps.

comparison